code_muni name_muni code_state abbrev_state
Length:1132 Length:1132 Length:1132 Length:1132
Class :character Class :character Class :character Class :character
Mode :character Mode :character Mode :character Mode :character
name_state code_region name_region fronteira
Length:1132 Length:1132 Length:1132 Mode :logical
Class :character Class :character Class :character FALSE:544
Mode :character Mode :character Mode :character TRUE :588
treated groups arcos AREA_TOT
Mode :logical Length:1132 Length:1132 Length:1132
FALSE:544 Class :character Class :character Class :character
TRUE :588 Mode :character Mode :character Mode :character
AREA_INT PORC_INT CID_GEMEA FAIXA_SEDE
Length:1132 Length:1132 Mode :logical Mode :logical
Class :character Class :character FALSE:555 FALSE:77
Mode :character Mode :character TRUE :33 TRUE :511
NA's :544 NA's :544
Argentina Bolivia Colombia French_Guiana
Mode :logical Mode :logical Mode :logical Mode :logical
FALSE:1099 FALSE:1112 FALSE:1130 FALSE:1130
TRUE :33 TRUE :20 TRUE :2 TRUE :2
Guyana Suriname Paraguay Peru
Mode :logical Mode :logical Mode :logical Mode :logical
FALSE:1126 FALSE:1128 FALSE:1112 FALSE:1120
TRUE :6 TRUE :4 TRUE :20 TRUE :12
Uruguay Venezuela Taxa_de_analfabetismo
Mode :logical Mode :logical Min. : 0.900
FALSE:1120 FALSE:1124 1st Qu.: 6.000
TRUE :12 TRUE :8 Median : 9.100
Mean : 9.901
3rd Qu.:12.200
Max. :40.200
NA's :1
Taxa_de_desemprego_16a_e+ Gini PIB_per_capita
Min. : 0.100 Min. :0.2947 Min. : 3129
1st Qu.: 2.090 1st Qu.:0.4442 1st Qu.: 10556
Median : 3.820 Median :0.4883 Median : 13964
Mean : 4.102 Mean :0.4952 Mean : 16374
3rd Qu.: 5.645 3rd Qu.:0.5387 3rd Qu.: 18872
Max. :27.760 Max. :0.8082 Max. :220358
NA's :1 NA's :1 NA's :1
%_população_com_renda_<_1/4_SM Taxa_de_trabalho_infantil
Min. : 0.07 Min. : 0.280
1st Qu.: 5.33 1st Qu.: 9.365
Median : 9.86 Median :14.470
Mean :13.86 Mean :17.226
3rd Qu.:17.62 3rd Qu.:22.135
Max. :77.91 Max. :72.090
NA's :1 NA's :1
Porcentagem_Homens_Jovens valor-2010 valor-2011 valor-2012
Min. : 7.88 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.:11.54 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median :12.43 Median : 10.15 Median : 9.14 Median : 10.88
Mean :12.48 Mean : 15.53 Mean : 14.09 Mean : 16.09
3rd Qu.:13.32 3rd Qu.: 24.97 3rd Qu.: 22.91 3rd Qu.: 25.44
Max. :26.72 Max. :147.36 Max. :111.06 Max. :132.02
NA's :1 NA's :1 NA's :1 NA's :1
valor-2013 valor-2014 valor-2015 valor-2016
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 11.70 Median : 11.75 Median : 11.85 Median : 13.22
Mean : 15.92 Mean : 16.45 Mean : 16.47 Mean : 18.23
3rd Qu.: 24.92 3rd Qu.: 27.14 3rd Qu.: 25.67 3rd Qu.: 28.63
Max. :183.72 Max. :153.89 Max. :137.13 Max. :155.08
NA's :1 NA's :1 NA's :1 NA's :1
valor-2017 valor-2018 valor-2019 populacao
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 1034
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 3781
Median : 14.57 Median : 12.38 Median : 10.86 Median : 7593
Mean : 19.56 Mean : 16.87 Mean : 15.47 Mean : 22568
3rd Qu.: 30.12 3rd Qu.: 25.48 3rd Qu.: 23.98 3rd Qu.: 18331
Max. :222.00 Max. :211.02 Max. :176.68 Max. :1483771
NA's :1 NA's :1 NA's :1 NA's :3
feminicidio_pc hom_doloso_pc lesao_pc mandado_pc
Min. : 0.000 Min. : 0.000 Min. : 0.0000 Min. : 0.00
1st Qu.: 0.000 1st Qu.: 0.000 1st Qu.: 0.0000 1st Qu.: 0.00
Median : 0.000 Median : 6.009 Median : 0.0000 Median : 21.07
Mean : 1.379 Mean : 31.656 Mean : 0.9034 Mean : 98.52
3rd Qu.: 0.000 3rd Qu.: 22.696 3rd Qu.: 0.0000 3rd Qu.: 118.16
Max. :101.695 Max. :8203.390 Max. :169.4915 Max. :1285.44
NA's :3 NA's :3 NA's :3 NA's :3
transito_pc esclarecer_pc latrocinio_pc tentativa_hom_pc
Min. : 0.000 Min. : 0.00 Min. : 0.000 Min. : 0.000
1st Qu.: 0.000 1st Qu.: 0.00 1st Qu.: 0.000 1st Qu.: 0.000
Median : 3.163 Median : 0.00 Median : 0.000 Median : 2.263
Mean : 20.134 Mean : 58.39 Mean : 1.661 Mean : 26.758
3rd Qu.: 19.384 3rd Qu.: 18.22 3rd Qu.: 0.000 3rd Qu.: 30.007
Max. :2474.576 Max. :36508.47 Max. :305.085 Max. :4677.966
NA's :3 NA's :3 NA's :3 NA's :3
geom
MULTIPOLYGON :1132
epsg:4326 : 0
+proj=long...: 0
Gráficos
Victor Batista
Mapa por grupos
Mapa por arcos
Análise exploratória
Estatísticas descritivas
Distribuição
Analfabetismo
Analfabetismo
Gini
Desemprego
Homicídios
valor-2010 valor-2011 valor-2012 valor-2013
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 10.15 Median : 9.14 Median : 10.88 Median : 11.70
Mean : 15.53 Mean : 14.09 Mean : 16.09 Mean : 15.92
3rd Qu.: 24.97 3rd Qu.: 22.91 3rd Qu.: 25.44 3rd Qu.: 24.92
Max. :147.36 Max. :111.06 Max. :132.02 Max. :183.72
NA's :1 NA's :1 NA's :1 NA's :1
valor-2014 valor-2015 valor-2016 valor-2017
Min. : 0.00 Min. : 0.00 Min. : 0.00 Min. : 0.00
1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00 1st Qu.: 0.00
Median : 11.75 Median : 11.85 Median : 13.22 Median : 14.57
Mean : 16.45 Mean : 16.47 Mean : 18.23 Mean : 19.56
3rd Qu.: 27.14 3rd Qu.: 25.67 3rd Qu.: 28.63 3rd Qu.: 30.12
Max. :153.89 Max. :137.13 Max. :155.08 Max. :222.00
NA's :1 NA's :1 NA's :1 NA's :1
valor-2018 valor-2019 geom
Min. : 0.00 Min. : 0.00 MULTIPOLYGON :1132
1st Qu.: 0.00 1st Qu.: 0.00 epsg:4326 : 0
Median : 12.38 Median : 10.86 +proj=long...: 0
Mean : 16.87 Mean : 15.47
3rd Qu.: 25.48 3rd Qu.: 23.98
Max. :211.02 Max. :176.68
NA's :1 NA's :1 Homicídios
Homicídios
Homicídios
Outros crimes
Outros crimes
Feminicídios
Homicídio doloso
Lesão seguida de morte
Mandados de prisão
Mortes no trânsito
Mortes a esclarecer
Latrocínio
Tentativa de homicídio
Outras variáveis da base do Ministério (estadual)
Apreensão de Cocaína
Apreensão de Maconha
Arma de Fogo Apreendida
Furto de veículo
Roubo a instituição financeira
Roubo de carga
Roubo de veículo
Tráfico de drogas
Regressões: Homicídios X grupos
================================================================================================
Dependent variable:
----------------------------------------------------------------
`valor-2010` `valor-2011` `valor-2012` `valor-2013` `valor-2014`
(1) (2) (3) (4) (5)
------------------------------------------------------------------------------------------------
treated 1.316 -0.639 2.585** 1.399 1.278
(1.113) (1.029) (1.149) (1.176) (1.133)
Constant 14.846*** 14.421*** 14.746*** 15.193*** 15.781***
(0.803) (0.742) (0.828) (0.848) (0.817)
------------------------------------------------------------------------------------------------
Observations 1,131 1,131 1,131 1,131 1,131
R2 0.001 0.0003 0.004 0.001 0.001
Adjusted R2 0.0004 -0.001 0.004 0.0004 0.0002
Residual Std. Error (df = 1129) 18.701 17.287 19.303 19.762 19.034
F Statistic (df = 1; 1129) 1.398 0.386 5.064** 1.415 1.272
================================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos
================================================================================
Dependent variable:
------------------------------------------------
feminicidio_pc hom_doloso_pc lesao_pc mandado_pc
(1) (2) (3) (4)
--------------------------------------------------------------------------------
treated -0.676* -29.496* -0.728* 3.194
(0.389) (15.680) (0.413) (10.356)
Constant 1.731*** 47.017*** 1.283*** 96.853***
(0.281) (11.316) (0.298) (7.474)
--------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.003 0.003 0.003 0.0001
Adjusted R2 0.002 0.002 0.002 -0.001
Residual Std. Error (df = 1127) 6.531 263.202 6.925 173.833
F Statistic (df = 1; 1127) 3.018* 3.539* 3.115* 0.095
================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos
========================================================================================
Dependent variable:
--------------------------------------------------------
transito_pc esclarecer_pc latrocinio_pc tentativa_hom_pc
(1) (2) (3) (4)
----------------------------------------------------------------------------------------
treated -12.133** -92.666 -1.463** -15.081
(5.148) (65.264) (0.676) (9.800)
Constant 26.453*** 106.648** 2.423*** 34.612***
(3.715) (47.100) (0.488) (7.073)
----------------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.005 0.002 0.004 0.002
Adjusted R2 0.004 0.001 0.003 0.001
Residual Std. Error (df = 1127) 86.418 1,095.509 11.345 164.503
F Statistic (df = 1; 1127) 5.554** 2.016 4.685** 2.368
========================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e arcos
================================================================================
Dependent variable:
------------------------------------------------
feminicidio_pc hom_doloso_pc lesao_pc mandado_pc
(1) (2) (3) (4)
--------------------------------------------------------------------------------
treated -0.058 -5.012 0.227 22.171
(1.004) (40.537) (1.066) (26.129)
arcosArco Norte -0.249 -7.537 0.580 -50.960
(1.593) (64.331) (1.692) (41.465)
arcosArco Sul 1.326 30.061 1.039 -24.504
(0.825) (33.324) (0.877) (21.479)
treatedTRUE:arcosArco Norte 0.273 5.654 -0.722 9.725
(1.895) (76.488) (2.012) (49.301)
treatedTRUE:arcosArco Sul -0.741 -31.281 -1.171 -18.572
(1.100) (44.421) (1.169) (28.632)
Constant 0.695 23.622 0.437 113.337***
(0.763) (30.796) (0.810) (19.850)
--------------------------------------------------------------------------------
Observations 1,117 1,117 1,117 1,117
R2 0.007 0.004 0.004 0.007
Adjusted R2 0.002 -0.0002 -0.0002 0.003
Residual Std. Error (df = 1111) 6.562 264.918 6.969 170.755
F Statistic (df = 5; 1111) 1.549 0.963 0.953 1.595
================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e arcos
========================================================================================
Dependent variable:
--------------------------------------------------------
transito_pc esclarecer_pc latrocinio_pc tentativa_hom_pc
(1) (2) (3) (4)
----------------------------------------------------------------------------------------
treated -4.478 2.060 -0.290 -5.899
(13.291) (168.761) (1.746) (25.335)
arcosArco Norte -10.497 -16.919 -0.132 -25.355
(21.092) (267.816) (2.771) (40.205)
arcosArco Sul 13.895 111.848 1.856 -0.623
(10.926) (138.731) (1.435) (20.827)
treatedTRUE:arcosArco Norte 6.614 -1.891 0.799 5.252
(25.078) (318.429) (3.295) (47.803)
treatedTRUE:arcosArco Sul -9.134 -117.413 -1.555 -12.085
(14.564) (184.930) (1.913) (27.762)
Constant 15.870 18.085 0.957 36.823*
(10.097) (128.207) (1.327) (19.247)
----------------------------------------------------------------------------------------
Observations 1,117 1,117 1,117 1,117
R2 0.008 0.003 0.006 0.003
Adjusted R2 0.004 -0.002 0.002 -0.001
Residual Std. Error (df = 1111) 86.858 1,102.880 11.412 165.566
F Statistic (df = 5; 1111) 1.899* 0.589 1.434 0.737
========================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados
======================================================================
Dependent variable:
--------------------------------------
`valor-2010` `valor-2011` `valor-2012`
(1) (2) (3)
----------------------------------------------------------------------
treated 0.977 -1.339 1.759
(1.090) (0.992) (1.110)
abbrev_stateAM -2.888 -6.242 -5.019
(4.944) (4.502) (5.035)
abbrev_stateAP 10.351* 6.989 7.116
(5.976) (5.441) (6.085)
abbrev_stateMS 10.041** 4.015 5.278
(4.391) (3.998) (4.471)
abbrev_stateMT 12.369*** 4.838 2.988
(4.497) (4.095) (4.579)
abbrev_statePA -2.091 -8.626 -5.094
(7.722) (7.032) (7.863)
abbrev_statePR 6.992* 0.887 1.274
(3.971) (3.616) (4.044)
abbrev_stateRO 16.250*** 4.548 4.953
(4.550) (4.143) (4.633)
abbrev_stateRR 8.532 2.647 7.192
(5.954) (5.421) (6.063)
abbrev_stateRS -2.090 -9.723*** -10.719***
(3.933) (3.581) (4.004)
abbrev_stateSC -2.954 -10.969*** -12.539***
(4.096) (3.730) (4.171)
abbrev_stateSP -5.248 -14.474** -11.062*
(6.473) (5.895) (6.592)
Constant 12.267*** 19.059*** 19.757***
(3.944) (3.592) (4.017)
----------------------------------------------------------------------
Observations 1,131 1,131 1,131
R2 0.106 0.132 0.133
Adjusted R2 0.096 0.122 0.123
Residual Std. Error (df = 1118) 17.781 16.191 18.106
F Statistic (df = 12; 1118) 11.039*** 14.119*** 14.242***
======================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados
======================================================================
Dependent variable:
--------------------------------------
`valor-2013` `valor-2014` `valor-2015`
(1) (2) (3)
----------------------------------------------------------------------
treated 0.060 0.240 -1.515
(1.151) (1.093) (1.119)
abbrev_stateAM -9.643* -6.059 -6.652
(5.224) (4.958) (5.076)
abbrev_stateAP -0.681 10.396* 9.917
(6.313) (5.992) (6.135)
abbrev_stateMS -1.148 3.752 -0.149
(4.639) (4.403) (4.508)
abbrev_stateMT 3.108 14.269*** 6.622
(4.751) (4.510) (4.617)
abbrev_statePA -11.306 -2.437 -2.737
(8.159) (7.744) (7.928)
abbrev_statePR -4.903 0.312 -2.749
(4.196) (3.983) (4.077)
abbrev_stateRO -1.715 10.799** 4.703
(4.807) (4.563) (4.672)
abbrev_stateRR 18.279*** 18.542*** 17.848***
(6.290) (5.971) (6.113)
abbrev_stateRS -12.435*** -7.123* -9.953**
(4.155) (3.944) (4.037)
abbrev_stateSC -15.898*** -7.765* -9.085**
(4.328) (4.108) (4.206)
abbrev_stateSP -21.026*** -13.773** -18.552***
(6.839) (6.492) (6.646)
Constant 24.053*** 18.336*** 22.257***
(4.167) (3.956) (4.050)
----------------------------------------------------------------------
Observations 1,131 1,131 1,131
R2 0.106 0.132 0.101
Adjusted R2 0.097 0.123 0.091
Residual Std. Error (df = 1118) 18.786 17.831 18.255
F Statistic (df = 12; 1118) 11.076*** 14.166*** 10.438***
======================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados
===================================================================================
Dependent variable:
---------------------------------------------------
`valor-2016` `valor-2017` `valor-2018` `valor-2019`
(1) (2) (3) (4)
-----------------------------------------------------------------------------------
treated 0.656 1.169 1.012 -0.537
(1.200) (1.294) (1.144) (1.135)
abbrev_stateAM -13.847** -19.787*** -10.705** -2.174
(5.444) (5.873) (5.192) (5.151)
abbrev_stateAP -1.026 -7.853 -2.150 4.705
(6.579) (7.098) (6.274) (6.225)
abbrev_stateMS -5.633 -13.421** -11.752** -6.251
(4.834) (5.216) (4.611) (4.575)
abbrev_stateMT -5.718 -8.274 -4.780 0.534
(4.951) (5.342) (4.722) (4.685)
abbrev_statePA -14.357* -21.522** -17.257** -4.786
(8.502) (9.172) (8.109) (8.045)
abbrev_statePR -8.569* -17.124*** -14.360*** -8.978**
(4.372) (4.717) (4.170) (4.137)
abbrev_stateRO 1.635 -10.251* -12.658*** -4.856
(5.010) (5.405) (4.778) (4.740)
abbrev_stateRR 7.287 3.990 34.505*** 13.402**
(6.555) (7.072) (6.252) (6.203)
abbrev_stateRS -17.263*** -24.390*** -19.227*** -12.738***
(4.330) (4.671) (4.129) (4.097)
abbrev_stateSC -21.100*** -28.539*** -24.045*** -16.239***
(4.510) (4.865) (4.301) (4.268)
abbrev_stateSP -26.095*** -33.100*** -26.392*** -16.861**
(7.127) (7.689) (6.797) (6.744)
Constant 30.326*** 38.734*** 31.946*** 25.407***
(4.343) (4.685) (4.142) (4.109)
-----------------------------------------------------------------------------------
Observations 1,131 1,131 1,131 1,131
R2 0.114 0.107 0.159 0.080
Adjusted R2 0.104 0.097 0.150 0.071
Residual Std. Error (df = 1118) 19.576 21.120 18.670 18.524
F Statistic (df = 12; 1118) 11.943*** 11.162*** 17.614*** 8.153***
===================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados e interação
======================================================================
Dependent variable:
--------------------------------------
`valor-2010` `valor-2011` `valor-2012`
(1) (2) (3)
----------------------------------------------------------------------
treated 0.281 -0.176 1.372
(2.990) (2.723) (3.052)
abbrev_stateAM -0.553 -5.470 -10.412
(6.885) (6.270) (7.028)
abbrev_stateAP 12.689 14.441* 8.141
(8.254) (7.517) (8.425)
abbrev_stateMS -1.794 0.258 5.894
(6.180) (5.628) (6.308)
abbrev_stateMT 11.141* 3.412 1.209
(5.837) (5.315) (5.957)
abbrev_statePA -10.638 -17.896 -20.144
(13.431) (12.231) (13.709)
abbrev_statePR 6.529 1.906 1.438
(5.022) (4.573) (5.125)
abbrev_stateRO 16.938*** 11.813** 10.236*
(6.027) (5.488) (6.152)
abbrev_stateRR 8.532 2.647 7.192
(5.937) (5.406) (6.059)
abbrev_stateRS -2.276 -8.201* -11.722**
(4.968) (4.524) (5.071)
abbrev_stateSC -3.249 -10.476*** -12.703***
(4.251) (3.872) (4.339)
abbrev_stateSP -5.944 -13.311** -11.449
(7.030) (6.402) (7.175)
treatedTRUE:abbrev_stateAM -4.409 -0.504 8.817
(7.047) (6.417) (7.193)
treatedTRUE:abbrev_stateAP -4.992 -12.955 -2.262
(9.651) (8.788) (9.850)
treatedTRUE:abbrev_stateMS 17.032*** 6.053 -1.085
(5.558) (5.061) (5.673)
treatedTRUE:abbrev_stateMT 1.780 4.107 3.222
(5.568) (5.071) (5.683)
treatedTRUE:abbrev_statePA 11.688 13.444 20.916
(15.132) (13.780) (15.445)
treatedTRUE:abbrev_statePR 0.199 -0.855 -0.791
(3.632) (3.307) (3.707)
treatedTRUE:abbrev_stateRO -1.874 -12.495** -10.143*
(5.767) (5.252) (5.887)
treatedTRUE:abbrev_stateRR
treatedTRUE:abbrev_stateRS -0.375 -1.918 1.682
(3.464) (3.154) (3.536)
treatedTRUE:abbrev_stateSC
treatedTRUE:abbrev_stateSP
Constant 12.963*** 17.896*** 20.144***
(4.819) (4.389) (4.919)
----------------------------------------------------------------------
Observations 1,131 1,131 1,131
R2 0.117 0.143 0.140
Adjusted R2 0.102 0.127 0.124
Residual Std. Error (df = 1110) 17.729 16.145 18.096
F Statistic (df = 20; 1110) 7.389*** 9.237*** 9.019***
======================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados e interação
======================================================================
Dependent variable:
--------------------------------------
`valor-2013` `valor-2014` `valor-2015`
(1) (2) (3)
----------------------------------------------------------------------
treated 0.458 -0.204 -3.182
(3.174) (3.008) (3.085)
abbrev_stateAM -12.400* -4.943 -6.217
(7.308) (6.927) (7.103)
abbrev_stateAP 1.516 20.294** 5.952
(8.761) (8.304) (8.516)
abbrev_stateMS -1.364 0.530 -1.103
(6.560) (6.218) (6.376)
abbrev_stateMT 0.231 14.407** 1.455
(6.195) (5.872) (6.022)
abbrev_statePA -21.410 -6.926 0.596
(14.256) (13.512) (13.857)
abbrev_statePR -4.329 -1.135 -4.681
(5.330) (5.052) (5.181)
abbrev_stateRO 0.322 12.372** 4.589
(6.397) (6.064) (6.218)
abbrev_stateRR 18.279*** 18.542*** 17.848***
(6.301) (5.973) (6.125)
abbrev_stateRS -11.556** -7.332 -11.567**
(5.274) (4.998) (5.126)
abbrev_stateSC -15.730*** -7.953* -9.791**
(4.513) (4.277) (4.386)
abbrev_stateSP -20.628*** -14.218** -20.219***
(7.462) (7.073) (7.253)
treatedTRUE:abbrev_stateAM 4.914 -2.185 -1.873
(7.480) (7.090) (7.270)
treatedTRUE:abbrev_stateAP -3.773 -18.949* 5.975
(10.244) (9.709) (9.956)
treatedTRUE:abbrev_stateMS 0.502 4.519 0.621
(5.900) (5.592) (5.734)
treatedTRUE:abbrev_stateMT 6.268 -0.741 8.792
(5.910) (5.602) (5.745)
treatedTRUE:abbrev_statePA 14.305 6.107 -5.334
(16.062) (15.223) (15.611)
treatedTRUE:abbrev_statePR -0.773 2.585 2.234
(3.855) (3.654) (3.747)
treatedTRUE:abbrev_stateRO -3.443 -3.302 -1.218
(6.122) (5.802) (5.950)
treatedTRUE:abbrev_stateRR
treatedTRUE:abbrev_stateRS -1.411 -0.052 1.557
(3.677) (3.485) (3.574)
treatedTRUE:abbrev_stateSC
treatedTRUE:abbrev_stateSP
Constant 23.655*** 18.781*** 23.924***
(5.116) (4.849) (4.972)
----------------------------------------------------------------------
Observations 1,131 1,131 1,131
R2 0.110 0.138 0.104
Adjusted R2 0.094 0.122 0.088
Residual Std. Error (df = 1110) 18.819 17.837 18.291
F Statistic (df = 20; 1110) 6.828*** 8.858*** 6.418***
======================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Homicídios X grupos e estados e interação
===================================================================================
Dependent variable:
---------------------------------------------------
`valor-2016` `valor-2017` `valor-2018` `valor-2019`
(1) (2) (3) (4)
-----------------------------------------------------------------------------------
treated 0.551 -1.274 -0.821 -1.246
(3.305) (3.566) (3.154) (3.124)
abbrev_stateAM -8.637 -22.308*** -9.624 3.978
(7.611) (8.211) (7.262) (7.195)
abbrev_stateAP 4.895 -4.705 4.768 10.679
(9.124) (9.844) (8.706) (8.625)
abbrev_stateMS -8.430 -21.525*** -14.733** -10.723*
(6.832) (7.371) (6.519) (6.458)
abbrev_stateMT -4.167 -7.467 -7.375 -1.791
(6.452) (6.961) (6.156) (6.099)
abbrev_statePA -19.746 -28.423* -22.265 -16.791
(14.846) (16.018) (14.166) (14.035)
abbrev_statePR -8.279 -19.499*** -16.122*** -9.496*
(5.551) (5.989) (5.297) (5.247)
abbrev_stateRO 3.212 -12.305* -14.420** -6.661
(6.662) (7.188) (6.357) (6.298)
abbrev_stateRR 7.287 3.990 34.505*** 13.402**
(6.562) (7.080) (6.262) (6.204)
abbrev_stateRS -18.287*** -27.345*** -21.636*** -13.522***
(5.492) (5.925) (5.240) (5.192)
abbrev_stateSC -21.144*** -29.574*** -24.821*** -16.539***
(4.699) (5.070) (4.484) (4.443)
abbrev_stateSP -26.200*** -35.543*** -28.226*** -17.570**
(7.771) (8.384) (7.415) (7.346)
treatedTRUE:abbrev_stateAM -8.847 2.573 -3.076 -10.847
(7.790) (8.405) (7.433) (7.364)
treatedTRUE:abbrev_stateAP -11.193 -8.041 -14.577 -11.821
(10.668) (11.509) (10.179) (10.085)
treatedTRUE:abbrev_stateMS 4.053 10.746 3.517 6.228
(6.144) (6.629) (5.862) (5.808)
treatedTRUE:abbrev_stateMT -3.266 -4.174 3.383 3.999
(6.155) (6.641) (5.873) (5.819)
treatedTRUE:abbrev_statePA 7.502 8.683 6.278 16.523
(16.726) (18.046) (15.960) (15.812)
treatedTRUE:abbrev_statePR -0.737 2.299 1.681 0.302
(4.015) (4.331) (3.831) (3.795)
treatedTRUE:abbrev_stateRO -3.019 1.721 1.701 2.743
(6.375) (6.878) (6.083) (6.027)
treatedTRUE:abbrev_stateRR
treatedTRUE:abbrev_stateRS 2.037 3.519 3.042 0.867
(3.829) (4.131) (3.654) (3.620)
treatedTRUE:abbrev_stateSC
treatedTRUE:abbrev_stateSP
Constant 30.431*** 41.178*** 33.780*** 26.116***
(5.327) (5.748) (5.083) (5.036)
-----------------------------------------------------------------------------------
Observations 1,131 1,131 1,131 1,131
R2 0.118 0.111 0.162 0.087
Adjusted R2 0.102 0.095 0.147 0.070
Residual Std. Error (df = 1110) 19.598 21.144 18.700 18.527
F Statistic (df = 20; 1110) 7.426*** 6.951*** 10.759*** 5.277***
===================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e estados
=================================================================================
Dependent variable:
-------------------------------------------------
feminicidio_pc hom_doloso_pc lesao_pc mandado_pc
(1) (2) (3) (4)
---------------------------------------------------------------------------------
treated -0.640 -27.877* -0.694 2.930
(0.399) (16.107) (0.423) (9.908)
abbrev_stateAM -1.733 -26.902 -0.595 -156.640***
(1.809) (73.002) (1.919) (44.905)
abbrev_stateAP -1.347 -5.985 0.883 -121.855**
(2.187) (88.226) (2.319) (54.270)
abbrev_stateMS -0.944 -11.743 0.140 -22.570
(1.607) (64.832) (1.704) (39.880)
abbrev_stateMT -0.835 -9.925 -0.584 -118.709***
(1.646) (66.400) (1.745) (40.845)
abbrev_statePA -1.163 -13.525 -0.740 -164.046**
(2.826) (114.016) (2.996) (70.134)
abbrev_statePR 0.930 50.451 1.465 -41.796
(1.453) (58.636) (1.541) (36.069)
abbrev_stateRO -1.527 -12.064 -0.436 -106.518**
(1.665) (67.182) (1.766) (41.325)
abbrev_stateRR -0.595 6.870 0.322 -188.931***
(2.179) (87.905) (2.310) (54.073)
abbrev_stateRS -0.857 -24.709 -0.551 -175.699***
(1.439) (58.064) (1.526) (35.717)
abbrev_stateSC -0.483 -24.934 -0.758 -87.277**
(1.499) (60.501) (1.590) (37.216)
abbrev_stateSP -2.113 -40.560 -1.236 144.529**
(2.369) (95.580) (2.512) (58.794)
Constant 2.113 48.065 1.236 203.271***
(1.443) (58.242) (1.531) (35.826)
---------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.020 0.018 0.020 0.145
Adjusted R2 0.009 0.007 0.009 0.136
Residual Std. Error (df = 1116) 6.506 262.526 6.900 161.487
F Statistic (df = 12; 1116) 1.872** 1.697* 1.872** 15.835***
=================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e estados
========================================================================================
Dependent variable:
--------------------------------------------------------
transito_pc esclarecer_pc latrocinio_pc tentativa_hom_pc
(1) (2) (3) (4)
----------------------------------------------------------------------------------------
treated -10.820** -87.537 -1.386** -14.607
(5.276) (67.363) (0.691) (10.116)
abbrev_stateAM -17.434 -36.760 -2.432 -14.843
(23.913) (305.318) (3.133) (45.851)
abbrev_stateAP -5.340 -41.187 -1.159 10.654
(28.900) (368.992) (3.786) (55.413)
abbrev_stateMS -3.013 8.520 -2.147 15.854
(21.237) (271.150) (2.782) (40.720)
abbrev_stateMT -6.246 -36.846 -1.611 16.372
(21.751) (277.708) (2.849) (41.704)
abbrev_statePA -14.190 -26.638 -2.407 17.432
(37.348) (476.852) (4.892) (71.611)
abbrev_statePR 20.734 146.463 1.556 26.077
(19.207) (245.236) (2.516) (36.828)
abbrev_stateRO -6.737 -35.610 -2.417 21.686
(22.007) (280.976) (2.883) (42.195)
abbrev_stateRR -8.519 1.629 -0.901 0.507
(28.795) (367.650) (3.772) (55.211)
abbrev_stateRS -4.662 -36.370 -2.369 1.421
(19.020) (242.842) (2.492) (36.468)
abbrev_stateSC -7.701 -38.357 -2.696 3.931
(19.818) (253.034) (2.596) (37.999)
abbrev_stateSP -13.841 -83.196 -3.340 -17.976
(31.309) (399.746) (4.101) (60.031)
Constant 24.702 89.165 3.643 24.093
(19.078) (243.588) (2.499) (36.580)
----------------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.024 0.007 0.028 0.007
Adjusted R2 0.014 -0.004 0.017 -0.003
Residual Std. Error (df = 1116) 85.996 1,097.971 11.265 164.886
F Statistic (df = 12; 1116) 2.309*** 0.663 2.645*** 0.677
========================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e estados e interação
=================================================================================
Dependent variable:
-------------------------------------------------
feminicidio_pc hom_doloso_pc lesao_pc mandado_pc
(1) (2) (3) (4)
---------------------------------------------------------------------------------
treated -0.723 0.741 0.129 -2.192
(1.100) (44.501) (1.167) (27.448)
abbrev_stateAM -2.196 -12.031 -0.017 -154.546**
(2.523) (102.080) (2.678) (62.963)
abbrev_stateAP -1.286 16.350 2.049 -121.192
(3.023) (122.342) (3.209) (75.461)
abbrev_stateMS -1.864 -7.687 -0.150 -11.987
(2.265) (91.648) (2.404) (56.528)
abbrev_stateMT -0.873 15.411 -0.164 -139.992***
(2.139) (86.564) (2.271) (53.393)
abbrev_statePA -0.473 -16.000 -0.413 -177.448
(4.917) (198.993) (5.220) (122.739)
abbrev_statePR 1.876 111.480 3.335* -44.104
(1.841) (74.510) (1.955) (45.958)
abbrev_stateRO -1.943 0.979 0.405 -113.441**
(2.209) (89.380) (2.345) (55.130)
abbrev_stateRR -0.595 6.870 0.322 -188.931***
(2.173) (87.935) (2.307) (54.239)
abbrev_stateRS -1.588 -9.368 -0.194 -183.419***
(1.822) (73.729) (1.934) (45.476)
abbrev_stateSC -0.519 -12.927 -0.413 -89.426**
(1.556) (62.974) (1.652) (38.843)
abbrev_stateSP -2.196 -11.942 -0.413 139.407**
(2.576) (104.223) (2.734) (64.285)
treatedTRUE:abbrev_stateAM 0.723 -5.466 -0.409 -7.032
(2.582) (104.476) (2.741) (64.441)
treatedTRUE:abbrev_stateAP -0.187 -16.837 -1.466 -5.724
(3.534) (143.015) (3.752) (88.212)
treatedTRUE:abbrev_stateMS 1.309 7.407 0.810 -17.912
(2.037) (82.444) (2.163) (50.852)
treatedTRUE:abbrev_stateMT -0.009 -21.936 -0.002 38.021
(2.041) (82.593) (2.167) (50.943)
treatedTRUE:abbrev_statePA -1.000 14.913 -0.129 16.714
(5.540) (224.180) (5.881) (138.275)
treatedTRUE:abbrev_statePR -2.117 -97.870* -3.061** -0.889
(1.334) (53.972) (1.416) (33.290)
treatedTRUE:abbrev_stateRO 0.700 0.308 -0.857 8.468
(2.114) (85.540) (2.244) (52.761)
treatedTRUE:abbrev_stateRR
treatedTRUE:abbrev_stateRS 1.440 -0.777 0.156 10.569
(1.273) (51.507) (1.351) (31.770)
treatedTRUE:abbrev_stateSC
treatedTRUE:abbrev_stateSP
Constant 2.196 19.447 0.413 208.392***
(1.767) (71.520) (1.876) (44.114)
---------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.032 0.024 0.030 0.146
Adjusted R2 0.014 0.007 0.012 0.131
Residual Std. Error (df = 1108) 6.490 262.614 6.889 161.981
F Statistic (df = 20; 1108) 1.816** 1.380 1.699** 9.503***
=================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01Outros crimes X grupos e estados e interação
========================================================================================
Dependent variable:
--------------------------------------------------------
transito_pc esclarecer_pc latrocinio_pc tentativa_hom_pc
(1) (2) (3) (4)
----------------------------------------------------------------------------------------
treated 4.561 0.000 -0.282 -0.246
(14.561) (186.357) (1.912) (27.966)
abbrev_stateAM -7.411 -0.992 -2.539 -8.537
(33.401) (427.479) (4.385) (64.149)
abbrev_stateAP 2.538 0.856 -0.191 19.712
(40.031) (512.330) (5.256) (76.883)
abbrev_stateMS 5.718 40.800 -2.512 23.095
(29.987) (383.792) (3.937) (57.594)
abbrev_stateMT 8.298 9.325 -0.929 31.155
(28.324) (362.504) (3.719) (54.399)
abbrev_statePA -4.152 -1.628 -1.677 5.593
(65.111) (833.323) (8.549) (125.052)
abbrev_statePR 48.329** 340.578 3.738 58.825
(24.380) (312.024) (3.201) (46.824)
abbrev_stateRO 5.161 3.776 -1.555 25.676
(29.245) (374.296) (3.840) (56.169)
abbrev_stateRR -8.519 1.629 -0.901 0.507
(28.773) (368.245) (3.778) (55.261)
abbrev_stateRS 6.004 8.569 -1.571 7.296
(24.124) (308.754) (3.167) (46.333)
abbrev_stateSC -1.247 -1.628 -2.233 9.956
(20.605) (263.717) (2.705) (39.574)
abbrev_stateSP 1.540 4.342 -2.236 -3.615
(34.102) (436.453) (4.477) (65.496)
treatedTRUE:abbrev_stateAM -6.358 -0.347 0.935 -0.796
(34.185) (437.514) (4.488) (65.655)
treatedTRUE:abbrev_stateAP -1.313 -2.236 -0.850 -4.419
(46.795) (598.906) (6.144) (89.874)
treatedTRUE:abbrev_stateMS -5.628 -6.494 1.052 -3.918
(26.976) (345.251) (3.542) (51.810)
treatedTRUE:abbrev_stateMT -13.677 -3.328 -0.245 -15.220
(27.025) (345.874) (3.548) (51.903)
treatedTRUE:abbrev_statePA -7.901 -0.000 -0.579 22.319
(73.352) (938.798) (9.631) (140.880)
treatedTRUE:abbrev_statePR -41.479** -315.261 -3.409 -53.649
(17.660) (226.020) (2.319) (33.918)
treatedTRUE:abbrev_stateRO -8.912 1.887 -0.654 4.900
(27.989) (358.214) (3.675) (53.755)
treatedTRUE:abbrev_stateRR
treatedTRUE:abbrev_stateRS -5.493 1.788 -0.463 3.435
(16.853) (215.697) (2.213) (32.368)
treatedTRUE:abbrev_stateSC
treatedTRUE:abbrev_stateSP
Constant 9.321 1.628 2.539 9.732
(23.402) (299.506) (3.073) (44.945)
----------------------------------------------------------------------------------------
Observations 1,129 1,129 1,129 1,129
R2 0.033 0.011 0.032 0.013
Adjusted R2 0.015 -0.007 0.014 -0.005
Residual Std. Error (df = 1108) 85.928 1,099.749 11.282 165.033
F Statistic (df = 20; 1108) 1.875** 0.616 1.814** 0.707
========================================================================================
Note: *p<0.1; **p<0.05; ***p<0.01